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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os10g0133100

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 4.94 (0.0363) R2 : 0.668
β1 : 3.8 (0.133) R2dD : 0.615 R2D : 0.436
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.2 (0.0776) R2dN8 : 0.232 R2N8 : 0.0532
σ : 0.682
deviance : 213.18
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
177.33 0.626 5.33 0.167 0.221 2.49 0.872 -18.9 0.973 4.63 28.75 4522 -- --
194.85 0.65 5.02 2.94 0.142 0.972 0.727 -- 0.827 4.21 -4.196 24821 -- --
179.23 0.624 5.33 0.203 0.236 2.45 -- -18.4 0.94 5.15 28.63 4522 -- --
196.18 0.652 5.02 2.93 0.156 0.946 -- -- 0.82 5.26 16.2 24687 -- --
181.73 0.628 5.32 0.322 -- 2.47 -- -18.3 0.939 -- 28.55 4279 -- --
209.61 0.679 4.93 3.8 0.164 -- 0.851 -- 1.2 4.26 -- -- -- --
211.59 0.681 4.94 3.79 0.173 -- -- -- 1.19 4.8 -- -- -- --
197.3 0.654 5.02 2.95 -- 0.941 -- -- 0.823 -- 16.4 24211 -- --
263.91 0.757 5.23 -- 0.154 2.91 -- -- -0.0988 6.04 8.687 47520 -- --
213.18 0.682 4.94 3.8 -- -- -- -- 1.2 -- -- -- -- --
591.06 1.14 5.03 -- 0.244 -- -- -- 0.771 4.34 -- -- -- --
265.15 0.758 5.23 -- -- 2.92 -- -- -0.0973 -- 8.701 47520 -- --
594.26 1.14 5.03 -- -- -- -- -- 0.776 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 159.99 radiation 20 43200 > th dose independent rect. 15 16
2 160.07 radiation 20 43200 > th dose independent rect. 15 2
17 160.36 radiation 20 43200 > th dose dependent rect. 14 3
31 160.40 radiation 20 43200 > th dose dependent rect. 15 1
49 160.62 radiation 20 43200 < th dose independent rect. 15 1
101 161.80 humidity 60 43200 > th dose independent rect. 10 2
109 162.08 radiation 30 43200 < th dose independent rect. 14 5
114 162.08 radiation 30 43200 < th dose independent rect. 14 16
117 162.09 radiation 30 43200 < th dose independent rect. 14 12
122 162.18 wind 1 43200 < th dose dependent rect. 20 7
138 162.24 radiation 20 43200 > th dose dependent sin 14 NA
154 162.30 radiation 40 43200 < th dose independent sin 15 NA
169 162.34 radiation 40 43200 < th dose independent rect. 12 20
174 162.38 wind 1 43200 < th dose dependent rect. 18 9
177 162.50 radiation 40 43200 < th dose independent rect. 12 5
185 162.50 radiation 40 43200 < th dose independent rect. 12 18
225 162.59 wind 1 43200 < th dose dependent rect. 22 4
235 162.62 radiation 20 43200 > th dose independent sin 13 NA
260 162.76 radiation 30 43200 < th dose independent rect. 11 1
264 162.81 radiation 40 43200 < th dose dependent rect. 14 16
283 162.88 radiation 40 43200 < th dose dependent rect. 15 1
309 163.03 radiation 40 43200 < th dose dependent rect. 14 5
315 163.04 radiation 40 43200 < th dose dependent rect. 14 12
325 163.09 radiation 40 43200 < th dose dependent rect. 14 3
326 163.10 humidity 60 43200 < th dose independent rect. 10 3
438 163.82 radiation 40 43200 < th dose independent rect. 15 22
450 163.86 radiation 40 43200 < th dose dependent sin 14 NA
517 164.02 radiation 40 43200 < th dose independent no NA NA
519 164.02 radiation 40 43200 < th dose independent rect. 7 10
601 164.02 radiation 40 43200 < th dose independent rect. 7 23
780 164.31 humidity 60 43200 < th dose independent rect. 18 19
841 164.44 radiation 30 43200 > th dose independent rect. 11 1
915 164.62 radiation 40 43200 > th dose independent rect. 13 3
982 164.74 radiation 40 43200 < th dose independent rect. 7 6